ToolsMCP
Keirolabs
Listed in the official MCP Registry with a hosted streamable-http endpoint. Capabilities below are the publisher’s own description.
- Type
- MCP server
- Publisher
- keirolabs.cloud
- Prerequisites
- An MCP client that supports streamable-http. The publisher declares a required credential header.
- Current version
- 2.0.0 · updated
- Official links
Publisher’s description
Web search, Google SERP, page extraction to markdown and cited answers for AI agents.
Evidence
Each record keeps its own date and scope. Labels are independent: documentation does not imply a checked connection, and a connection does not imply a passed task.
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Listed in the official MCP Registry
Version 2.0.0, registry status active. 1 remote endpoint (streamable-http)
Publisher-supplied registry metadata. Not a checked connection, a safe package or a completed task.
- Source publisher
- keirolabs.cloud
- Version observed
- 2.0.0
- Source
- registry.modelcontextprotocol.io/v0.1/servers/cloud.keirolabs%2Fkeirolabs/versions/2.0.0
Listed for these tasks
| Task | Documented for this task | Unknowns | Why it is listed |
|---|---|---|---|
| Search the web with sources | Publisher description mentions “web search”, “serp”. | No connection check or task run. Capability is as described by the publisher. | Rule web-search matched: “web search”, “serp”. Rule web-search. |
Published pricing
No published price recordedCost per completed task is only shown on a task page when a comparable run recorded metered spend and verified completions.
Registry record
- Remote endpoints
https://api.keirolabs.cloud/mcp/api(streamable-http, declares a required credential)- Registry entry
- Official MCP Registry record (JSON)
- Namespace
cloud.keirolabs/keirolabs
AgentsByTask never installs discovered packages or connects to discovered endpoints during discovery. An endpoint string in a registry record is not a checked connection.